4.7 Article

Normative Approaches for Oral Health: Standards, Specifications, and Guidelines

Journal

JOURNAL OF DENTAL RESEARCH
Volume 101, Issue 5, Pages 489-494

Publisher

SAGE PUBLICATIONS INC
DOI: 10.1177/00220345211049695

Keywords

COVID-19; deep learning; machine learning; materials science; outcomes research; clinical practice guidelines; artificial intelligence

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Normative approaches aim to provide high-quality methods through strict criteria, standards, and guidelines, ensuring reliable results. There is a clear need for the oral health community to actively participate in the development of normative documents to improve oral health outcomes and promote standardization in rapidly advancing research fields.
Normative approaches have been developed with the aim of providing high-quality methods and strict criteria that, when applied correctly, lead to reliable results. Standards, specifications, and guidelines are needed to facilitate exchange of goods or information and secure comparability of data derived from different laboratories and sources. They are available along the whole flow from study development to test selection, study conduct, and reporting and are widely used for the evaluation of medical devices, market approval, and harmonization of terms and devices. Standards are developed by specific national and international organizations or by dedicated interest groups, mainly scientists in their respective fields. ISO (International Organization for Standardization) standards are developed following stringent regulations, and groups of experts formulate such standards. They should come from different areas (multistakeholder approach) to have as much and as broad input as possible and to avoid single-interest dominance. However, the presence of academia in such groups has been comparatively low. There is a clear need and responsibility of the oral health community to participate in the development of normative documents to provide methodological knowledge and experience, balance the interests of other stakeholders, and finally improve oral health. This will help to ensure that rapidly advancing fields of research, such as the oral health impacts of COVID-19 or the application of artificial intelligence in dentistry, benefit from standardization of approaches and reporting.

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